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Model Pareto

Compare models

Side by side: quality per category, price, speed, and every benchmark cell with where it came from. Pick up to four.
Muse ImageMAI-Image-2.6-FlashMAI-Image-2.5-Pro
Focus

Image generation: quality vs price

Compared models are ringed; the other 35 ranked here are greyed.

Lower price is better. Pareto frontier: Z-Image Turbo, Muse Image, MAI-Image-2.6-Flash, MAI-Image-2.6, GPT Image 2.5 Sunburst. 1 models are not plotted: Qwen-Image-2.1.

1 model with no price data — shown in the strip at the left edge

Qwen-Image-2.1

  • Best-value frontier (nothing is both cheaper and better)
  • Evidencestrong → weak
  • Estimated from other categories
  • Muse Image
    Quality
    63.8
    Rank
    #7/38
    Price
    $0.010/img
    Speed
    14s

    vs MAI-Image-2.6-Flash: −1.8 quality · 0.51× price

  • MAI-Image-2.6-Flash
    Quality
    65.7
    Rank
    #6/38
    Price
    $0.019/img
    Speed
    —

    vs Muse Image: +1.8 quality · 1.9× price

  • MAI-Image-2.5-Pro
    Quality
    61.8
    Rank
    #8/38
    Price
    $0.11/img
    Speed
    —

    vs MAI-Image-2.6-Flash: −3.8 quality · 5.6× price

Overview

Metric
Muse Image
MAI-Image-2.6-Flash
MAI-Image-2.5-Pro
Lab
Meta
Microsoft AI
Microsoft AI
Released
Jul 7, 2026
Sep 4, 2026
Jul 23, 2026
Weights
Proprietary
Proprietary
Proprietary
Price per image
$0.010Best
$0.019
$0.11
Time per image
14s
—
—

Quality by category

0–100 within each category (100 = best tracked model). Rank is among all models ranked there. Click a row to focus it.

Metric
Muse Image
MAI-Image-2.6-Flash
MAI-Image-2.5-Pro
Image generation
63.8±3.2
#7/38Verifiedbest value
65.6±4.3Best
#6/38Verifiedbest value
61.8±4.3
#8/38Verified

Image generation benchmarks

Rank among models with a published score, and the leaderboard around each model. ~ italic = no published score, estimated from related benchmarks.

Metric
Muse Image
MAI-Image-2.6-Flash
MAI-Image-2.5-Pro
AA Text-to-Image Arena
third-party
#7/351112BestVerified
  1. #1GPT Image 2.5 Sunburst1196
  2. #6Nano Banana 2 (Gemini 3.1 Flash Image)1122
  3. #7Muse Image1112
  4. #8GPT Image 1.51102
artificialanalysis.ai · 2026-09-24
#11/351100Verified
  1. #1GPT Image 2.5 Sunburst1196
  2. #10Nano Banana Pro (Gemini 3 Pro Image)1101
  3. #11MAI-Image-2.6-Flash1100
  4. #12MAI-Image-2.5-Pro1099
artificialanalysis.ai · 2026-09-24
#12/351099Verified
  1. #1GPT Image 2.5 Sunburst1196
  2. #11MAI-Image-2.6-Flash1100
  3. #12MAI-Image-2.5-Pro1099
  4. #13Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)1092
artificialanalysis.ai · 2026-09-24
AA Image Editing Arena
third-party
#6/291117Verified
  1. #1GPT Image 2.5 Sunburst1181
  2. #5GPT Image 21122
  3. #6Muse Image1117
  4. #7MAI-Image-2.51114
artificialanalysis.ai · 2026-09-24
#4/291125BestVerified
  1. #1GPT Image 2.5 Sunburst1181
  2. #3MAI-Image-2.61135
  3. #4MAI-Image-2.6-Flash1125
  4. #5GPT Image 21122
artificialanalysis.ai · 2026-09-24
#10/291106Verified
  1. #1GPT Image 2.5 Sunburst1181
  2. #9Nano Banana 2 (Gemini 3.1 Flash Image)1108
  3. #10MAI-Image-2.5-Pro1106
  4. #11Grok Imagine Image 2.01106
artificialanalysis.ai · 2026-09-24
LMArena Text-to-Image
third-party
#6/301276Verified
  1. #1GPT Image 2.5 Sunburst1423
  2. #5Grok Imagine Image 2.01302
  3. #6Muse Image1276
  4. #7Nano Banana 2 (Gemini 3.1 Flash Image)1260
arena.ai · 2026-09-21
~#6/31~1288Estimated
  1. #1GPT Image 2.5 Sunburst1423
  2. #5Grok Imagine Image 2.01302
  3. ~#6MAI-Image-2.6-FlashEstimated1288
  4. #6Muse Image1276
estimated from related benchmarks
~#6/31~1277Estimated
  1. #1GPT Image 2.5 Sunburst1423
  2. #5Grok Imagine Image 2.01302
  3. ~#6MAI-Image-2.5-ProEstimated1277
  4. #6Muse Image1276
estimated from related benchmarks
LMArena Image Edit
third-party
#6/241402Verified
  1. #1GPT Image 2.5 Sunburst1526
  2. #5MAI-Image-2.61429
  3. #6Muse Image1402
  4. #7MAI-Image-2.51400
arena.ai · 2026-09-21
~#6/25~1409Estimated
  1. #1GPT Image 2.5 Sunburst1526
  2. #5MAI-Image-2.61429
  3. ~#6MAI-Image-2.6-FlashEstimated1409
  4. #6Muse Image1402
estimated from related benchmarks
~#9/25~1394Estimated
  1. #1GPT Image 2.5 Sunburst1526
  2. #8Seedream 5.0 Pro1394
  3. ~#9MAI-Image-2.5-ProEstimated1394
  4. #9Grok Imagine Image (Quality)1390
estimated from related benchmarks
GenEval
day 0
~#3/4~86.9%Estimated
  1. #1HiDream-O1-Image90.0%
  2. #2Qwen-Image87.0%
  3. ~#3Muse ImageEstimated86.9%
  4. #3Z-Image Turbo82.0%
estimated from related benchmarks
~#3/4~86.3%Estimated
  1. #1HiDream-O1-Image90.0%
  2. #2Qwen-Image87.0%
  3. ~#3MAI-Image-2.6-FlashEstimated86.3%
  4. #3Z-Image Turbo82.0%
estimated from related benchmarks
~#3/4~86.3%Estimated
  1. #1HiDream-O1-Image90.0%
  2. #2Qwen-Image87.0%
  3. ~#3MAI-Image-2.5-ProEstimated86.3%
  4. #3Z-Image Turbo82.0%
estimated from related benchmarks
DPG-Bench
day 0
~#3/4~87.7%Estimated
  1. #1HiDream-O1-Image89.8%
  2. #2Qwen-Image88.3%
  3. ~#3Muse ImageEstimated87.7%
  4. #3Z-Image Turbo84.9%
estimated from related benchmarks
~#3/4~87.5%Estimated
  1. #1HiDream-O1-Image89.8%
  2. #2Qwen-Image88.3%
  3. ~#3MAI-Image-2.6-FlashEstimated87.5%
  4. #3Z-Image Turbo84.9%
estimated from related benchmarks
~#3/4~87.4%Estimated
  1. #1HiDream-O1-Image89.8%
  2. #2Qwen-Image88.3%
  3. ~#3MAI-Image-2.5-ProEstimated87.4%
  4. #3Z-Image Turbo84.9%
estimated from related benchmarks